Intradermal and virosomal influenza vaccines for preventing influenza hospitalization in the elderly during the 2011–2012 influenza season: A comparative effectiveness study using the Valencia health care information system

AbstractBackgroundThe use of intradermal vaccination or virosomal vaccines could increase protection against influenza among the vulnerable population of older adults. Studies assessing the comparative effectiveness of these two influenza vaccine types in this age group are lacking.MethodsWe conducted a retrospective cohort study to estimate the comparative effectiveness of intradermal seasonal trivalent-influenza vaccine (TIV) delivered by a microneedle injection system and a virosomal-TIV intramuscularly delivered for prevention of influenza hospitalization in non-institutionalized adults aged ≥65 years. We obtained administrative data on immunization status and influenza hospitalization for the 2011–2012 influenza season, and used Cox regression models to assess comparative effectiveness. We estimated crude and adjusted (age, sex, comorbidity, pharmaceutical claims, recent pneumococcal vaccination and number of hospitalizations for all causes other than influenza between the previous and current influenza seasons) hazard ratios (HR).ResultsOverall, 164,021 vaccinated subjects were evaluated. There were 127 hospitalizations for influenza among 62,058 subjects, contributing 914,740 person-weeks at risk in the virosomal-TIV group, and 133 hospitalizations for influenza among 101,963 subjects, contributing 1,504,570 person-weeks at risk in the intradermal-TIV group. The crude HR of intradermal-TIV relative to virosomal-TIV was 0.64 (95% confidence interval (CI): 0.50–0.81), and the adjusted Cox estimated HR was 0.67 (95% CI: 0.52–0.85).ConclusionsDuring the 2011–2012 influenza season the risk of hospitalization for influenza was reduced by 33% in non-institutionalized elderly adults who were vaccinated with intradermal-TIV compared with virosomal-TIV

Early outcomes of kidney transplantation from elderly donors after circulatory death (GEODAS study).

BACKGROUND: Spain has dramatically increased the number of controlled circulatory death donors (cDCD). The initial selection criteria for considering cDCD for kidney transplantation (KT) have been expanded progressively, with practically no limits in donor age during the last years. We aimed to analyze the early clinical outcomes using expanded (> 65 years) cDCD in comparison with standard ones. METHODS: Observational multicenter study including 19 transplant centers in Spain. We performed a systematic inclusion in a central database of every KT from expanded cDCD at each participant unit from January-2012 to January-2017. Surgical procedures and immunosuppressive protocols were based on local practices. Data was analyzed in the central office using logistic and Cox regression or competitive-risk models for multivariate analysis. Median time of follow-up was 18.1 months. RESULTS: 561 KT were performed with kidneys from cDCD, 135 from donors older than 65 years. As expected, recipients from older cDCD were also older (65.8 (SD 8.8) vs 53.7 (SD 11.4) years; p < 0.001) and with higher comorbidity. At 1 year, no differences were found amongst older and younger cDCD KT recipients in terms of serum creatinine (1.6 (SD 0.7) vs 1.5 (SD 0.8) mg/dl; p = 0.29). Non-death censored graft survival was inferior, but death-censored graft survival was not different (95.5 vs 98.2% respectively; p = 0.481). They also presented a trend towards higher delayed graft function (55.4 vs 46.7%; p = 0.09) but a similar rate of primary non-function (3.7 vs 3.1%; p = 0.71), and acute rejection (3.0 vs 6.3%; p = 0.135). In the multivariate analysis, in short follow-up, donor age was not related with worse survival or poor kidney function (eGFR < 30 ml/min). CONCLUSIONS: The use of kidneys from expanded cDCD is increasing for older and comorbid patients. Short-term graft outcomes are similar for expanded and standard cDCD, so they constitute a good-enough source of kidneys to improve the options of KT wait-listed patients

Impact of dialysis modality on morbimortality of kidney transplant recipients after allograft failure. Analysis in the presence of competing events

Background and objective: The number of patients who start dialysis due to graft failure increases every day. The best dialysis modality for this type of patient is not well defined and most patients are referred to HD. The objective of our study is to evaluate the impact of the dialysis modality on morbidity and mortality in transplant patients who start dialysis after graft failure. Material and methods: A multicentre retrospective observation and cohort study was performed to compare the evolution of patients who started dialysis after graft failure from January 2000 to December 2013. One group started on PD and the other on HD. The patients were followed until the change of dialysis technique, retransplantation or death. Anthropometric data, comorbidity, estimated glomerular filtration rate (eGFR) at start of dialysis, the presence of an optimal access for dialysis, the appearance of graft intolerance and retransplantation were analyzed. We studied the causes for the first 10 hospital admissions after starting dialysis. For the statistical analysis, the presence of competitive events that hindered the observation of the event of interest, death or hospital admission was analyzed. Results: 175 patients were included, 86 in DP and 89 in HD. The patients who started PD were younger, had less comorbidity and started dialysis with lower eGFR than those on HD. The mean follow-up was 34 ± 33 months, with a median of 24 months (IQR 7–50 months), Patients on HD had longer follow-up than patients on PD (35 vs. 18 months, p = < 0.001). The mortality risk factors were age sHR 1.06 (95% CI: 1.03–1.106, p = 0.000), non-optimal use of access for dialysis sHR 3.00 (95% CI: 1.507–5.982, p = 0.028) and the dialysis modality sHR (PD/HD) 0.36 (95% CI: 0.148−0.890, p = 0.028). Patients on PD had a lower risk of hospital admission sHR [DP/HD] 0.52 (95% CI: 0.369−0.743, p = < 0.001) and less probability of developing graft intolerance HR 0.307 (95% CI 0.142−0.758, p = 0.009). Conclusions: With the limitations of a retrospective and non-randomized study, it is the first time nationwide that PD shows in terms of survival to be better than HD during the first year and a half after the kidney graft failure. The presence of a non-optimal access for dialysis was an independent and modifiable risk factor for mortality. Early referral of patients to advanced chronic kidney disease units is essential for the patient to choose the technique that best suits their circumstances and to prepare an optimal access for the start of dialysis. Resumen: Antecedentes y objetivo: El número de pacientes que inician diálisis por fracaso del injerto aumenta cada día. La modalidad de diálisis mejor para este tipo de pacientes no está bien definida y la mayoría de pacientes son derivados a HD. El objetivo de nuestro estudio es evaluar el impacto de la modalidad de diálisis sobre la morbilidad y la mortalidad en pacientes trasplantados que inician diálisis tras fracaso del injerto. Material y métodos: Estudio multicéntrico retrospectivo osbervacional y de cohortes que compara la evolución de pacientes que inician diálisis tras fracaso del injerto desde enero de año 2000 a Diciembre de 2013. Un grupo lo hace en DP y otro en HD. Se siguieron los pacientes hasta el cambio de técnica de diálisis, retrasplante o fallecimiento. Se analizaron datos antropométicos, comorbilidad, el filtrado glomerular (FG) con el que iniciaban diálisis, la presencia de un acceso óptimo para diálisis, la presencia de intolerancia al injerto y el retrasplante. Estudiamos el motivo de los 10 primeros ingresos hospitalarios tras el inicio de diálisis. Para el análisis estadístico se tuvo en cuenta la presencia de eventos competitivos que dificultaran la aparición del evento de interés muerte o ingreso hospitalario. Resultados: Se incluyeron 175 pacientes. 86 en DP y 89 en HD. Los pacientes que iniciaron DP eran mas jóvenes, tenían menor comorbilidad y lo hacían con FG más bajos que los de HD. El seguimiento medio fue de 34 ± 33 meses, con una mediana de 24 meses (RIQ 7–50 meses), siendo mayor en los pacientes en HD que en los de DP (35 vs 18 meses, p = < 0,001). Los factores de riesgo que influyeron en la mortalidad fueron, la edad (sHR 1,06 (IC 95 %: 1,033−1,106, p = 0,000), el uso no óptimo del acceso (sHR 3,00 (IC 95 %: 1,507−5,982, p = 0,028) y el tipo de diálisis, la DP sHR[DP/HD] 0,36 (IC 95 %: 0,148−0,890, p = 0,028). Los pacientes en DP tenían menos riesgo de tener un ingreso hospitalario sHR[DP/HD] 0,52 (IC 95 %: 0,369−0,743, p = <0001) y menos probabilidad de desarrollar una intolerancia al injerto HR 0307 (IC 95 % 0,142−0,758, p = 0.009). Conclusiones: Con las limitaciones de un estudio retrospectivo y no randomizado, es la primera vez a nivel nacional que se demuestra que la DP en términos de supervivencia es mejor que la HD cuando fracasa el injerto durante el primer año y medio en diálisis. La presencia de un acceso no óptimo para diálisis es un factor de riesgo de mortalidad independiente y modificable. La remisión precoz de los pacientes a las unidades de enfermedad renal crónica avanzada (ERCA) es fundamental para que el paciente elija la técnica que más se adapte a sus circunstancias y preparar un acceso óptimo para el inicio de diálisis

Early outcomes of kidney transplantation from elderly donors after circulatory death (GEODAS study)

Background: Spain has dramatically increased the number of controlled circulatory death donors (cDCD). The initial selection criteria for considering cDCD for kidney transplantation (KT) have been expanded progressively, with practically no limits in donor age during the last years. We aimed to analyze the early clinical outcomes using expanded (> 65 years) cDCD in comparison with standard ones. Methods: Observational multicenter study including 19 transplant centers in Spain. We performed a systematic inclusion in a central database of every KT from expanded cDCD at each participant unit from January-2012 to January-2017. Surgical procedures and immunosuppressive protocols were based on local practices. Data was analyzed in the central office using logistic and Cox regression or competitive-risk models for multivariate analysis. Median time of follow-up was 18.1 months. Results: 561 KT were performed with kidneys from cDCD, 135 from donors older than 65 years. As expected, recipients from older cDCD were also older (65.8 (SD 8.8) vs 53.7 (SD 11.4) years; p < 0.001) and with higher comorbidity. At 1 year, no differences were found amongst older and younger cDCD KT recipients in terms of serum creatinine (1.6 (SD 0.7) vs 1.5 (SD 0.8) mg/dl; p = 0.29). Non-death censored graft survival was inferior, but death-censored graft survival was not different (95.5 vs 98.2% respectively; p = 0.481). They also presented a trend towards higher delayed graft function (55.4 vs 46.7%; p = 0.09) but a similar rate of primary non-function (3.7 vs 3.1%; p = 0.71), and acute rejection (3.0 vs 6.3%; p = 0.135). In the multivariate analysis, in short follow-up, donor age was not related with worse survival or poor kidney function (eGFR < 30 ml/min). Conclusions: The use of kidneys from expanded cDCD is increasing for older and comorbid patients. Short-term graft outcomes are similar for expanded and standard cDCD, so they constitute a good-enough source of kidneys to improve the options of KT wait-listed patients

Discovering HIV related information by means of association rules and machine learning

Acquired immunodeficiency syndrome (AIDS) is still one of the main health problems worldwide. It is therefore essential to keep making progress in improving the prognosis and quality of life of affected patients. One way to advance along this pathway is to uncover connections between other disorders associated with HIV/AIDS-so that they can be anticipated and possibly mitigated. We propose to achieve this by using Association Rules (ARs). They allow us to represent the dependencies between a number of diseases and other specific diseases. However, classical techniques systematically generate every AR meeting some minimal conditions on data frequency, hence generating a vast amount of uninteresting ARs, which need to be filtered out. The lack of manually annotated ARs has favored unsupervised filtering, even though they produce limited results. In this paper, we propose a semi-supervised system, able to identify relevant ARs among HIV-related diseases with a minimal amount of annotated training data. Our system has been able to extract a good number of relationships between HIV-related diseases that have been previously detected in the literature but are scattered and are often little known. Furthermore, a number of plausible new relationships have shown up which deserve further investigation by qualified medical experts